{"id":"W1959597444","doi":"10.37119/ojs2010.v16i1.52","title":"Here, There, and Everywhere: A Review of DIY U by Anya Kamenetz","year":2013,"lang":"en","type":"review","venue":"in education","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"George Mason University","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003567546,0.0001445271,0.0005577348,0.00004019048,0.00005780011,0.00003795826,0.0001732078,0.0001869431,0.0006903879],"category_scores_gemma":[0.0001477762,0.0001081955,0.00006340112,0.0003737904,0.00008448974,0.0001053984,0.00002794265,0.0001514709,0.0000267253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002383192,"about_ca_system_score_gemma":0.001176116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006636325,"about_ca_topic_score_gemma":0.0003447234,"domain_scores_codex":[0.9988647,0.0001999675,0.0004207684,0.0001877117,0.0001797648,0.0001471508],"domain_scores_gemma":[0.9993206,0.00008562992,0.0003147806,0.0001269824,0.00008805014,0.00006400246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[8.798794e-8,0.00002682887,0.00004033666,0.008359469,0.000006637324,3.789707e-8,0.0002023721,5.456324e-10,2.092244e-8,0.00008933113,0.2805038,0.7107711],"study_design_scores_gemma":[0.00001577007,0.00000646784,0.00002316822,0.06000246,0.00004185389,7.074116e-7,0.00102694,9.89965e-9,1.085567e-7,0.00008015648,0.9386808,0.0001215145],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004651988,0.9888026,7.937412e-8,0.0007544961,0.0003704815,0.0009221945,0.000007192121,0.000007205571,0.00908926],"genre_scores_gemma":[0.000004916991,0.971936,0.00005160577,0.0001208422,0.0001184304,0.0002157714,0.00006026977,0.000009160016,0.02748298],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7106496,"threshold_uncertainty_score":0.9999785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07478842667998961,"score_gpt":0.3890249630398657,"score_spread":0.314236536359876,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}